Published March 1, 2023
| Version v1
Conference paper
Open
ITI-CERTH participation in ActEV and AVS Tracks of TRECVID 2022
Creators
- 1. Information Technologies Institute - CERTH
Description
This report presents the overview of the runs related to Ad-hoc Video Search (AVS) and Activities in Extended Video (ActEV) tasks on behalf of the ITI-CERTH team. Our participation in the AVS task is based on a cross-modal deep network architecture utilizing several textual and visual features. As part of the retrieval stage, a dual-softmax approach is utilized to revise the calculated text-video
similarities. For the ActEV task, we adapt our framework to fit the new dataset and overcome the challenges of detecting and recognizing activities in a multi-label manner while experimenting with two separate activity classifiers.
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ITI_CERTH_TRECVID2022.pdf
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Additional details
Funding
- European Commission
- INFINITY – IMMERSE. INTERACT. INVESTIGATE 883293
- European Commission
- CRiTERIA – Comprehensive data-driven Risk and Threat Assessment Methods for the Early and Reliable Identification, Validation and Analysis of migration-related risks 101021866
- European Commission
- CREST – Fighting Crime and TerroRism with an IoT-enabled Autonomous Platform based on an Ecosystem of Advanced IntelligEnce, Operations, and InveStigation Technologies 833464
- European Commission
- ODYSSEUS – PREVENTING, COUNTERING, AND INVESTIGATING TERRORIST ATTACKS THROUGH PROGNOSTIC, DETECTION, AND FORENSIC MECHANISMS FOR EXPLOSIVE PRECURSORS 101021857